Be The Architect of Your Data Engineering Career Pipeline

Introducing the PipelineToDE Architect Tier!

The only data engineering resource you need to go from writing code snippets to deploying production-grade infrastructure.


Over 80% of C-Suite executives agree data engineer is a critical role when it comes to building, scaling and maintaining the infrastructure powering analytic and AI models.

Data engineering has eclipsed data science in average career earnings and represents an exciting, potentially lucrative career path for the technically inclined.

But like the early days of data science, the educational landscape is oversaturated with content that is overly basic, misguided and not grounded in business reality.

If you’re learning data engineering you’re probably subscribed to 9 different substacks, have a dozen YouTube tabs open and your thumb has cramped up from scrolling Medium.


When I started data engineering, joining the field straight out of graduate school, I was similarly overwhelmed.

At work I’d be buried in API documentation, on lunch I’d be trying to upskill in Airflow and in the evening I’d be absorbing the nuances of Google Cloud Platform products. I quickly ran into a major issue...

There was no central platform where I could learn and practice data engineering-specific skills I desperately needed to stay afloat at and later advance at work.

Off-hours, I documented my journey and attempts to build practical data solutions on the first iteration of this blog, Pipeline on Medium, which featured posts that received over 1 million views.

Now, I’m leaving the confines of social platforms to build a space for data engineers to learn, engage and advance.

The PipelineToDE Architect tier is an accessible, dynamic and comprehensive resource combining blog posts, “pathway” courses and a GitHub repository that allows you to digest and develop professional-grade code.

You’re not just going to learn what ETL is; you’re going to be able to understand how to build robust, scalable pipelines, gaining exposure to advanced concepts like containerization and orchestration.

With your membership dues you receive instant access to:

📚 75+ Premium Deep Dives

Instant access to an archive of technical breakdowns into data engineering tools and "battle-tested" architectural approaches.

📨 Weekly Architecture Posts

1 premium post per week delivered straight to your inbox, beginning with next week's feature: Why my data engineering team deleted 98% of our cloud functions and what we’re doing instead.

🔑 The Private GitHub Vault

An exclusive invite to a private repository featuring 100+ synthetic and real-world data sources, utility scripts, and optimization patterns to jumpstart your projects.

🏁 The DA-to-DE Pathway Course

A guaranteed seat in the asynchronous pathway course, designed to leverage your existing data experience to teach true data engineering infrastructure across 8 modules.

As part of my mission to make this resource accessible, I’m offering 100 seats at a Founder’s Rate of $4.99/month or $49/year.

Once those seats are filled, the rate will be increased, so enroll now!